Harsh Sharma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Image Generation

Mechanical Systems

Top Venues

Publications

Harsh Sharma, David A. Najera-Flores, Michael D. Todd, Boris Kramer
Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems. CoRR (2024)
Harsh Sharma, Iman Adibnazari, Jacobo Cervera-Torralba, Michael Thomas Tolley, Boris Kramer
Data-driven Model Reduction for Soft Robots via Lagrangian Operator Inference. CoRR (2024)
Nicholas Galioto, Harsh Sharma, Boris Kramer, Alex Arkady Gorodetsky
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling. CoRR (2024)
Jaehyun Park, Alish Kanani, Lukas Pfromm, Harsh Sharma, Parth Solanki, Eric Tervo, Janardhan Rao Doppa, Partha Pratim Pande, Ümit Y. Ogras
Thermal Modeling and Management Challenges in Heterogenous Integration: 2.5D Chiplet Platforms and Beyond. VTS (2024)
Harsh Sharma, Gaurav Narang, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads. DATE (2024)
Harsh Sharma, Gaurav Narang, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads. CoRR (2024)
Harsh Sharma, Pratyush Dhingra, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models. CoRR (2023)
Harsh Sharma, Trishna Pani, Ujjaini Dasgupta, Jyotsna Batra, Ravi Datta Sharma
Prediction of transcript structure and concentration using RNA-Seq data. Briefings Bioinform. 24 (2) (2023)
Harsh Sharma, Hongliang Mu, Patrick Buchfink, Rudy Geelen, Silke Glas, Boris Kramer
Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds. CoRR (2023)
Harsh Sharma, Supreeth S. Karan, Ayushi Kumari Agrawal, Kavita Vemuri
The role of individual physical body measurements and activity on spine kinematics during flexion, lateral bending and twist tasks in healthy young adults - Comparing marker(less) data. Biomed. Signal Process. Control. 82 (2023)
Harsh Sharma, Rohan Mathur, Tejas Chintala, Samiappan Dhanalakshmi, Ramalingam Senthil
An effective deep learning pipeline for improved question classification into bloom's taxonomy's domains. Educ. Inf. Technol. 28 (5) (2023)
Harsh Sharma, Lukas Pfromm, Rasit Onur Topaloglu, Janardhan Rao Doppa, Ümit Y. Ogras, Ananth Kalyanraman, Partha Pratim Pande
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Harsh Sharma, Sumit K. Mandal, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
Achieving Datacenter-scale Performance through Chiplet-based Manycore Architectures. DATE (2023)
Harsh Sharma, Jeff Borggaard, Mayuresh Patil, Craig A. Woolsey
Performance assessment of energy-preserving, adaptive time-step variational integrators. Commun. Nonlinear Sci. Numer. Simul. 114 (2022)
Bharat Pant, Harsh Sharma, Rashmi Chawla, Chirag Kumar
An IoT-based intelligent traffic engagement system with emergency vehicles pre-emption. Int. J. Sens. Networks 40 (1) (2022)
Shivani Batra, Harsh Sharma, Wadii Boulila, Vaishali Arya, Prakash Srivastava, Mohammad Zubair Khan, Moez Krichen
An Intelligent Sensor Based Decision Support System for Diagnosing Pulmonary Ailment through Standardized Chest X-ray Scans. Sensors 22 (19) (2022)
Harsh Sharma, Sumit K. Mandal, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
SWAP: A Server-Scale Communication-Aware Chiplet-Based Manycore PIM Accelerator. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Harsh Sharma, Mayuresh Patil, Craig A. Woolsey
Hermite-based, One-step, Variational and Galerkin Time Integrators for Mechanical Systems. CoRR (2022)
Harsh Sharma, Boris Kramer
Preserving Lagrangian structure in data-driven reduced-order modeling of large-scale mechanical systems. CoRR (2022)
Harsh Sharma, Nicholas Galioto, Alex A. Gorodetsky, Boris Kramer
Bayesian Identification of Nonseparable Hamiltonian Systems Using Stochastic Dynamic Models. CDC (2022)
Harsh Sharma, Nicholas Galioto, Alex A. Gorodetsky, Boris Kramer
Bayesian Identification of Nonseparable Hamiltonian Systems Using Stochastic Dynamic Models. CoRR (2022)
Debaditya Pal, Kaustubh Chaudhari, Harsh Sharma
Combating high variance in Data-Scarce Implicit Hate Speech Classification. CoRR (2022)
Stuti Sehgal, Harsh Sharma, Akshat Anand
Smart and Context-Aware System employing Emotions Recognition. CoRR (2021)
Harsh Sharma, Jeff Borggaard, Mayuresh Patil, Craig A. Woolsey
Performance Assessment of Energy-preserving, Adaptive Time-Step Variational Integrators. CoRR (2021)
Harsh Sharma, Shashank Gupta
Leveraging Machine Learning and SDN-Fog Infrastructure to Mitigate Flood Attacks. GLOBECOM (Workshops) (2021)
Harsh Sharma, Zhu Wang, Boris Kramer
Hamiltonian Operator Inference: Physics-preserving Learning of Reduced-order Models for Hamiltonian Systems. CoRR (2021)
Harsh Sharma, Taeyoung Lee, Mayuresh Patil, Craig A. Woolsey
Symplectic Accelerated Optimization on SO(3) with Lie Group Variational Integrators. ACC (2020)
Debaditya Pal, Harsh Sharma, Kaustubh Chaudhari
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation. CoRR (2020)
Harsh Sharma, Sara Soltaninejad, Irene Cheng
Automated Classification of Parkinson's Disease Using Diffusion Tensor Imaging Data. ISVC (2) (2020)
Nasim Hajari, Gabriel Lugo Bustillo, Harsh Sharma, Irene Cheng
Marker-Less 3d Object Recognition and 6d Pose Estimation for Homogeneous Textureless Objects: An RGB-D Approach. Sensors 20 (18) (2020)
Harsh Sharma, Taeyoung Lee
Energy-preserving, Adaptive Time-Step Lie Group Variational Integrators for the Attitude Dynamics of a Rigid Body. ACC (2019)
Harsh Sharma, Mayuresh Patil, Craig A. Woolsey
Energy-preserving, Adaptive Time-Step Lie Group Variational Integrators for Rigid Body Motion in SE(3). CDC (2019)
Kushal Mahalingaiah, Harsh Sharma, Priyanka Kaplish, Irene Cheng
Semantic Learning for Image Compression (SLIC). ICSM (2019)
Harsh Sharma, Changjiang Liu, Irene Cheng
Synthetic Aerial Image Generation and Runway Segmentation. ICSM (2019)
Vasu Sharma, Harsh Sharma, Ankita Bishnu, Labhesh Patel
Cyclegen: Cyclic consistency based product review generator from attributes. INLG (2018)
Harsh Sharma, Mayuresh Patil, Craig A. Woolsey
Energy-preserving variational integrators for forced Lagrangian systems. Commun. Nonlinear Sci. Numer. Simul. 64 (2018)